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In simultaneous speech translation (SimulST), finding the best trade-off between high translation quality and low latency is a challenging task.
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Neural machine translation of rare words with subword units
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Ear–voice span and pauses in intra- and interlingual respeaking: An exploratory study into temporal aspects of the respeaking process
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Attention is all you need
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Sentencepiece: A simple and language independent subword tokenizer and detokenizer for neural text processing
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A Call for Clarity in Reporting BLEU Scores
Matt Post. 2018 · 2018
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Katharine Ricke, Laurent Drouet, Ken Caldeira, and Massimo Tavoni. 2018 · 2018
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Transformer-XL: Attentive language models beyond a fixed-length context
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Energy and policy considerations for deep learning in NLP
Emma Strubell, Ananya Ganesh, and Andrew McCallum. 2019 · 2019
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On target segmentation for direct speech translation
Mattia A. Di Gangi, Marco Gaido, Matteo Negri, and Marco Turchi. 2020 · 2020
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Efficient Wait-k Models for Simultaneous Machine Translation
Maha Elbayad, Laurent Besacier, and Jakob Verbeek. 2020 · 2020
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Conformer: Convolution-augmented Transformer for Speech Recognition
Findings of the IWSLT 2021 Evaluation Campaign
Antonios Anastasopoulos, Ondřej Bojar, Jacob Bremerman, Roldano Cattoni, Maha Elbayad, Marcello Federico, Xutai Ma, Satoshi Nakamura, Matteo Negri, Jan Niehues, Juan Pino, Elizabeth Salesky, Sebastian Stüker, Katsuhito Sudoh, Marco Turchi, Alex Waibel, Changhan Wang, and Matthew Wiesner. 2021 · 2021
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Must-c: A multilingual corpus for end-to-end speech translation
Roldano Cattoni, Mattia Antonino Di Gangi, Luisa Bentivogli, Matteo Negri, and Marco Turchi. 2021 · 2021
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Direct simultaneous speech-to-text translation assisted by synchronized streaming ASR
Junkun Chen, Mingbo Ma, Renjie Zheng, and Liang Huang. 2021 · 2021
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CTC-based compression for direct speech translation
Marco Gaido, Mauro Cettolo, Matteo Negri, and Marco Turchi. 2021 · 2021
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Non-autoregressive end-to-end speech translation with parallel autoregressive rescoring
Hirofumi Inaguma, Yosuke Higuchi, Kevin Duh, Tatsuya Kawahara, and Shinji Watanabe. 2021 · 2021
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Anmol Gulati, James Qin, Chung-Cheng Chiu, Niki Parmar, Yu Zhang, Jiahui Yu, Wei Han, Shibo Wang, Zhengdong Zhang, Yonghui Wu, and Ruoming Pang. 2020 · 2020
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End-to-end simultaneous translation system for IWSLT2020 using modality agnostic meta-learning
Hou Jeung Han, Mohd Abbas Zaidi, Sathish Reddy Indurthi, Nikhil Kumar Lakumarapu, Beomseok Lee, and Sangha Kim. 2020 · 2020
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Towards the systematic reporting of the energy and carbon footprints of machine learning
Peter Henderson, Jieru Hu, Joshua Romoff, Emma Brunskill, Dan Jurafsky, and Joelle Pineau. 2020 · 2020
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ESPnet-ST: All-in-one speech translation toolkit
Hirofumi Inaguma, Shun Kiyono, Kevin Duh, Shigeki Karita, Nelson Yalta, Tomoki Hayashi, and Shinji Watanabe. 2020 · 2020
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Dual-decoder transformer for joint automatic speech recognition and multilingual speech translation
Hang Le, Juan Pino, Changhan Wang, Jiatao Gu, Didier Schwab, and Laurent Besacier. 2020 · 2020
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SIMULEVAL: An evaluation toolkit for simultaneous translation
Xutai Ma, Mohammad Javad Dousti, Changhan Wang, Jiatao Gu, and Juan Pino. 2020a · 2020
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SRPOL’s system for the IWSLT 2020 end-to-end speech translation task
Tomasz Potapczyk and Pawel Przybysz. 2020 · 2020
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The USTC-NELSLIP systems for simultaneous speech translation task at IWSLT 2021
Dan Liu, Mengge Du, Xiaoxi Li, Yuchen Hu, and Lirong Dai. 2021a · 2021
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Cross attention augmented transducer networks for simultaneous translation
Dan Liu, Mengge Du, Xiaoxi Li, Ya Li, and Enhong Chen. 2021b · 2021
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Streaming simultaneous speech translation with augmented memory transformer
Xutai Ma, Yongqiang Wang, Mohammad Javad Dousti, Philipp Koehn, and Juan Pino. 2021 · 2021
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An empirical study of end-to-end simultaneous speech translation decoding strategies
Ha Nguyen, Yannick Estève, and Laurent Besacier. 2021 · 2021
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Speechformer: Reducing information loss in direct speech translation
Sara Papi, Marco Gaido, Matteo Negri, and Marco Turchi. 2021 · 2021
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The NiuTrans end-to-end speech translation system for IWSLT 2021 offline task
Chen Xu, Xiaoqian Liu, Xiaowen Liu, Tiger Wang, Canan Huang, Tong Xiao, and Jingbo Zhu. 2021 · 2021
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Decision attentive regularization to improve simultaneous speech translation systems
Mohd Abbas Zaidi, Beomseok Lee, Nikhil Kumar Lakumarapu, Sangha Kim, and Chanwoo Kim. 2021 · 2021
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Xingshan Zeng, Liangyou Li, and Qun Liu. 2021 · 2021
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Findings of the IWSLT 2022 evaluation campaign
Antonios Anastasopoulos, Loïc Barrault, Luisa Bentivogli, Marcely Zanon Boito, Ondřej Bojar, Roldano Cattoni, Anna Currey, Georgiana Dinu, Kevin Duh, Maha Elbayad, Clara Emmanuel, Yannick Estève, Marcello Federico, Christian Federmann, Souhir Gahbiche, Hongyu Gong, Roman Grundkiewicz, Barry Haddow, Benjamin Hsu, Dávid Javorský, Vĕra Kloudová, Surafel Lakew, Xutai Ma, Prashant Mathur, Paul McNamee, Kenton Murray, Maria Nǎdejde, Satoshi Nakamura, Matteo Negri, Jan Niehues, Xing Niu, John Ortega, Juan Pino, Elizabeth Salesky, Jiatong Shi, Matthias Sperber, Sebastian Stüker, Katsuhito Sudoh, Marco Turchi, Yogesh Virkar, Alexander Waibel, Changhan Wang, and Shinji Watanabe. 2022 · 2022
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Efficient yet competitive speech translation: FBK@IWSLT2022
Marco Gaido, Sara Papi, Dennis Fucci, Giuseppe Fiameni, Matteo Negri, and Marco Turchi. 2022b · 2022
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Over-generation cannot be rewarded: Length-adaptive average lagging for simultaneous speech translation
Sara Papi, Marco Gaido, Matteo Negri, and Marco Turchi. 2022 · 2022
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